DeepStream SDK Python bindings and sample applications
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Gallery of OSMnx tutorials, usage examples, and feature demonstrations.
- street-networks
- binder
- jupyter-notebook
- notebooks
Single-document unsupervised keyword extraction
- keyword-extraction
- unsupervised-approach
- corpus-independent
- domain-and-language-independent
PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.
- deep-learning
- artificial-neural-networks
- continual-learning
- lifelong-learning
适合初级到中级晋升者，有了体系之后就看熟练度了。
- python
- pandas
Noise reduction in python using spectral gating (speech, bioacoustics, audio, time-domain signals)
主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。
Hackers' Guide to Language Models
A comprehensive guide to building RAG-based LLM applications for production.
- llms
- machine-learning
- ray
- anyscale
A curated list of awesome embedding models tutorials, projects and communities.
- embeddings
- embedding-models
- word2vec
- machine-learning
Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
- score-matching
- stochastic-differential-equations
- generative-models
- score-based-generative-modeling
[ICML 2024] Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs (RPG)
- large-language-models
- multimodal-large-language-models
- image-editting
- text-to-image
SQL data analysis & visualization projects using MySQL, PostgreSQL, SQLite, Tableau, Apache Spark and pySpark.
Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning
The deeplearning algorithms implemented by tensorflow
- tensorflow
- deep-learning-algorithms
- cnn
- dbn
For extensive instructor led learning
- machine-learning
- scikit-learn
- linear-regression
- nearest-neighbors
🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo
- machine-learning
- javascript
- python
- tensorflow
Samples using the Agent2Agent (A2A) Protocol
- a2a
- a2a-client
- a2a-mcp
- a2a-protocol
Practical course about Large Language Models.
- chatbots
- hf
- huggingface
- langchain
:art: Semantic segmentation models, datasets and losses implemented in PyTorch.
- semantic-segmentation
- computer-vision
- deep-learning
Deep Learning tutorials in jupyter notebooks.
- deep-learning
- keras
- python3
- jupyter-notebook
WFGY is heading toward WFGY 5.0 Polaris Protocol, a major open-source release for AI reasoning, RAG, agents, and real-world workflows. Includes Problem Map, Global Debug Card, WFGY 4.0, and the CFV Easter Egg.
Discovering Interpretable GAN Controls [NeurIPS 2020]
- generative-adversarial-network
- gan
- deep-learning
- interactive-visualizations
Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method